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Remove manual work from the workflows that keep slowing your business down.

I help small and midsized businesses reduce manual work by connecting lead flows, data movement, internal handoffs, and cloud-backed automation into dependable systems.

Best fit for owners and operators who need lead handling, internal workflows, data movement, or operational software to work with less manual effort.

Strongest public proof first.

Start with the public production system. The technical prototypes are still available for review, but VIFG is the clearest proof of delivery, accessibility ownership, and production stewardship.

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Public Production ProofPublic since 2020

VIFG Nonprofit Platform

Production platform and delivery stack supporting a nonprofit serving the visually impaired community.

Role

Sole engineer for architecture, frontend, infrastructure, and deployment

Result

Public site serving VIFG since 2020 with AWS hosting, repeatable releases, and accessibility-first delivery.

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Practical systems for messy operations.

Applied AI, dashboards, and data pipelines are available when they help the workflow. They are not the top-level offer.

Workflow automation

Reduce repeated routing, status checks, follow-up, and manual handling.

System integration

Move the right information between forms, inboxes, CRMs, dashboards, and internal tools.

Data movement

Clean up operational data flows so reporting, handoffs, and decisions are less fragile.

AI and dashboard support

Use dashboards, data pipelines, or grounded assistants when they support the workflow.

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Prototype and academic examples stay labeled.

WeatherForge and RAGeATM are useful technical evidence for data pipelines, dashboards, retrieval, and refusal boundaries. They are intentionally secondary to production proof.

Tell me about the workflow that needs to run better.

Send the workflow, handoff, lead process, data movement, or internal system problem. I will help decide whether a scoped build or review makes sense.